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Our latest deep dive into production AI
Building Production RAG Systems: A Complete Guide to Architecture, Chunking, and Retrieval Strategies
Learn how we build Retrieval Augmented Generation systems that actually work in production. Covers embedding strategies, chunking optimization, hybrid search, re-ranking, and evaluation frameworks from real enterprise deployments.
Latest Articles
Technical insights from our AI engineering team
YOLOv8 for Industrial Inspection
How we trained and deployed YOLOv8 for real-time PCB defect detection, achieving 99.2% accuracy at 1,200 units/hour on NVIDIA Jetson edge devices.
Real-Time Fraud Detection at Scale
Building an ensemble ML system (XGBoost + LSTM) that scores 15M+ transactions daily with <50ms latency while maintaining 76% fraud reduction.
Fine-Tuning GPT-4 for Customer Service
Our approach to fine-tuning GPT-4 on 20,000+ customer conversations to build a chatbot achieving 89% CSAT with 72% automation rate.
Medical Imaging AI: Lessons from Production
What we learned deploying a HIPAA-compliant medical imaging AI system across 3 hospitals - from data labeling to PACS integration and regulatory compliance.
Scaling AI Inference on AWS
How to architect auto-scaling inference endpoints on AWS SageMaker for production ML models - from instance selection to cost optimization strategies.
Measuring AI ROI: A Framework
A practical framework for measuring AI return on investment based on our experience across 20+ enterprise deployments in healthcare, finance, and manufacturing.
Why Staff Augmentation Is the Smartest Hiring Strategy in 2026
Discover why staff augmentation is the most cost-effective and agile hiring strategy for tech companies — scale teams 3x faster while cutting costs by 40%.
Global Delivery Centers: How Distributed Teams Build Better Software
Learn how global delivery centers enable 24/7 development cycles, reduce costs by 50%, and improve software quality through distributed engineering teams.
Cloud Migration Strategy: A Step-by-Step Guide
A practical guide to enterprise cloud migration covering assessment, planning, execution, and optimization using the 6R framework.
DevOps Best Practices: Building a CI/CD Pipeline That Works
A practical guide to building robust CI/CD pipelines that achieve 10x faster deployments with zero-downtime releases and shift-left security.
Digital Transformation in Manufacturing: Beyond the Buzzword
A practical guide to smart factory initiatives that reduce downtime by 45%, improve OEE by 20%, and achieve ROI within 12 months.
Cybersecurity for Financial Services
Essential cybersecurity strategies for financial firms: zero-trust architecture, regulatory compliance, and protection against modern threats.
Custom Software vs Off-the-Shelf: The Right Choice
A comprehensive comparison of custom vs off-the-shelf solutions. Learn when to build, when to buy, and how to calculate the true total cost of ownership.
Agile at Scale: Managing Large Distributed Teams
Practical lessons from scaling agile across 50+ developer distributed teams. Frameworks, communication patterns, and metrics that work.
Healthcare IT Compliance: HIPAA, HITECH & Beyond
A practical guide to healthcare IT compliance covering HIPAA, HITECH, and emerging regulations — build compliant systems without sacrificing innovation.
E-Commerce Platform Architecture: Building for Scale
How to architect an e-commerce platform that handles 100K+ concurrent users with sub-200ms response times and auto-scales for peak traffic.
QA Strategy for Enterprise Applications
Build a QA strategy that catches 95% of bugs before production. Learn test automation frameworks, shift-left testing, and balancing speed with quality.
API-First Development: Building for Integration and Scale
How API-first development accelerates time-to-market by 30%, enables seamless integrations, and future-proofs your architecture for growth.
Data Privacy & GDPR Compliance for Global Businesses
Navigate GDPR, CCPA, and global data privacy regulations. Build privacy-compliant systems that protect user data without crippling innovation.
How to Choose the Right Technology Stack
A decision framework for selecting the right technology stack. Evaluate languages, frameworks, databases, and infrastructure based on actual requirements.
IT Cost Optimization: Reduce Spend Without Cutting Capability
Practical strategies to reduce IT costs by 25-40% while maintaining capability. Cloud optimization, license management, and FinOps practices.
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